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My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.
debashish_ghosal profile

My LLM Critic Flip-Flops on Every Run. That's Fine — Because a Frozenset Decides What's Fatal.

#healthydebate #ai #testing #llm
9
Comments
7 min read
The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement
debashish_ghosal profile

The Gate That Stayed Silent — When a Blocker Count That Drops Reads as Improvement

#healthydebate #ai #planner #testing
9
Comments 1
5 min read
THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding
marcusv4ne profile

THE DEATH OF THE CRAFTSMAN: Software, AI Slop, and the Loss of the Soul in Coding

#healthydebate #productivity #programming
Comments
4 min read
I Added a Fourth Model Mid-Run. It Changed What My Field Test Could Prove.
debashish_ghosal profile

I Added a Fourth Model Mid-Run. It Changed What My Field Test Could Prove.

#healthydebate #ai #llm #testing
9
Comments
7 min read
The Same Model Debating Itself Was More Self-Critical Than Two Different Models
debashish_ghosal profile

The Same Model Debating Itself Was More Self-Critical Than Two Different Models

#healthydebate #ai #llm #testing
13
Comments
13 min read
Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong
debashish_ghosal profile

Two Projects, One Problem — What PlannerCritic and AdversarialDebate Each Got Wrong

#healthydebate #ai #dogfood #testing
16
Comments 2
10 min read
The Best Model Pair in My Field Test Was Also the Least Trustworthy
debashish_ghosal profile

The Best Model Pair in My Field Test Was Also the Least Trustworthy

#healthydebate #ai #trustworthy #llm
21
Comments 7
12 min read
Most AI Second Opinions Are Theater. I Built a System That Actually Fights Back.

Reveals why blind reviews fail
debashish_ghosal profile

Most AI Second Opinions Are Theater. I Built a System That Actually Fights Back.

#healthydebate #ai #testing #llm
13
Comments 8
14 min read
My LLM Critic Disagreed With Itself on Every Trial. The Safe Part Was the Code I Didn’t Trust It to Touch.
debashish_ghosal profile

My LLM Critic Disagreed With Itself on Every Trial. The Safe Part Was the Code I Didn’t Trust It to Touch.

#healthydebate #ai #testing #llm
21
Comments 5
5 min read
Your IDE Has Better Uptime Than Your Brain
nemynai profile

Your IDE Has Better Uptime Than Your Brain

#healthydebate #ai #webdev #programming
2
Comments
1 min read
How We Built an Adult Height Predictor: The Math, the Science, and the Edge Cases
amna_kanwal_7a0a8b409cb02 profile

How We Built an Adult Height Predictor: The Math, the Science, and the Edge Cases

#healthydebate #webdev #javascript #ai
Comments
4 min read
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